Sure, Just make sure that the concrete isn't too new. It can't be green. I think the rule of thumb is at least 30 days old.
I concur with the opinion that a properly etched floor gives plenty of bite for the epoxy. I am not nice to my floor. I drag stuff, drop stuff, and it just 'shrugs'...